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Reconfigurable frequency selective surface for dual-band wireless communication and internet of things applications 可重构的频率选择表面,用于双频无线通信和物联网应用
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-27 DOI: 10.1016/j.aeue.2026.156237
Pooja Panda, Ashutosh Mahajan
In this article, we present a dual-band reflective frequency selective surface (FSS) capable of electronically switching between the WLAN bands at 2.45 GHz and 5 GHz. The design employs a loop-based geometry to achieve band-stop functionality, with patterned structures implemented on both the top and bottom layers. Each unit cell integrates four PIN diodes, enabling two distinct switching states. The structure exhibits polarization sensitivity and demonstrates desirable performance under TE polarization. The unit cell dimensions are approximately 0.26λ0 at the lower operating frequency. A parallel biasing scheme is employed, and RF isolation within the DC biasing lines is ensured using six wire-wound inductors per unit cell. A prototype of size 28.8 cm × 28.8 cm is fabricated and experimentally characterized under normal incidence. The measured results validate the effectiveness of the proposed FSS, showing strong agreement with simulations. Both simulated and experimental responses show transmission coefficients below -16 dB at the stop bands and insertion losses below 3.3 dB at the pass bands.
在本文中,我们提出了一种双频反射频率选择表面(FSS),能够在2.45 GHz和5 GHz的WLAN频段之间进行电子切换。该设计采用基于环路的几何结构来实现带阻功能,在顶层和底层都实现了图案结构。每个单元集成了四个PIN二极管,实现两种不同的开关状态。该结构具有极化敏感性,在TE极化下表现出良好的性能。在较低的工作频率下,单胞尺寸约为0.26λ0。采用并联偏置方案,并确保直流偏置线内的射频隔离使用六个线绕电感器每个单元单元。制作了尺寸为28.8 cm × 28.8 cm的原型机,并在正入射下进行了实验表征。实测结果验证了所提FSS的有效性,与仿真结果吻合较好。模拟和实验结果均表明,阻带处的传输系数低于-16 dB,通带处的插入损耗低于3.3 dB。
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引用次数: 0
Soft-constrained reinforcement learning for antenna optimization with feasibility prescreening 可行性预筛选天线优化的软约束强化学习
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-27 DOI: 10.1016/j.aeue.2026.156235
Bingjie Zhang , Qiao Chen , Yifan Yin , Hongxin Zhao , Qipeng Wang , Peng Liu , Xiaoxing Yin , Shunli Li
This work proposes a soft-constrained reinforcement learning (SC-RL) framework integrating feasibility prescreening and trust region mechanisms to address physical constraints in high-dimensional parameter space. By embedding penalty rules into the reward function, the framework transforms physical constraints into learnable optimization signals while leveraging proximal policy optimization (PPO) to stabilize policy updates. By establishing a unified abstraction where constraints are defined as mathematical penalty signals, the framework exhibits generalizability across varying antenna structures and radiation mechanisms. Experimental validation on a broadband antipodal linearly tapered slot antenna (ALTSA) and a wideband filtering patch antenna (FPA) demonstrates superior optimization performance and a favorable convergence rate compared to baseline methods. The ALTSA optimized by the proposed framework achieves a 21.1% impedance bandwidth, 6.90% axial ratio bandwidth, and 9.17 dBic peak gain, exceeding the original targets of 16%, 5%, and 8.8 dBic, respectively. While the optimized FPA attains a 23.1% impedance bandwidth and 9.96 dBi peak gain, surpassing its goals of 17% and 9.7 dBi. Furthermore, the convergence speed of this framework is 21.7% and 31.1% faster than standard PPO in the two cases, while outperforming traditional algorithms which are prone to either premature convergence or slower stabilization.
本研究提出了一个软约束强化学习(SC-RL)框架,该框架集成了可行性预筛选和信任域机制,以解决高维参数空间中的物理约束问题。该框架通过在奖励函数中嵌入惩罚规则,将物理约束转化为可学习的优化信号,同时利用近端策略优化(PPO)来稳定策略更新。通过建立一个统一的抽象,其中约束被定义为数学惩罚信号,该框架在不同的天线结构和辐射机制中显示出通用性。对宽带对跖线性锥形缝隙天线(ALTSA)和宽带滤波贴片天线(FPA)的实验验证表明,与基线方法相比,该方法具有优越的优化性能和良好的收敛速度。该框架优化后的ALTSA阻抗带宽为21.1%,轴比带宽为6.90%,峰值增益为9.17 dBic,分别超过了原目标的16%、5%和8.8 dBic。而优化后的FPA阻抗带宽为23.1%,峰值增益为9.96 dBi,超过了17%和9.7 dBi的目标。此外,在两种情况下,该框架的收敛速度分别比标准PPO快21.7%和31.1%,同时优于容易过早收敛或稳定较慢的传统算法。
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引用次数: 0
Generation of OAM beams with multiple modes with concentric spiral sub-array 同轴螺旋子阵列多模OAM波束的产生
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-27 DOI: 10.1016/j.aeue.2026.156236
Uğur Yeşilyurt, Elif Yaman
The vortex electromagnetic wave carrying orbital angular momentum (OAM) increases the spectral efficiency of communication systems. This is achieved by multiplexing the OAM waves in different modes in the same frequency channel due to their orthogonality. A concentric uniform circular array (CUCA) is generally used as a classical method for multiplexing OAM beams. However, CUCA employs a large number of phase-shifting units, which results in a complex feed network. In this paper, a concentric spiral array (CSA) is proposed, which eliminates the need for a complex feed network. CSA utilizes step height to obtain different OAM modes. To make the CSA configuration more compact to achieve high-mode OAM, a concentric spiral sub-array (CSSA) is used, which results in more uniform multiple OAM modes. Additionally, mode purity analyses of the CSA, CSSA, and rearranged CSSA configurations are carried out, and their mode purity performances are evaluated comparatively. Simulation results demonstrate that the proposed method both eliminates the need for external phase shifters and is effective in achieving high-purity OAM multiplexing at the equal divergence angle.
涡旋电磁波携带轨道角动量(OAM)提高了通信系统的频谱效率。由于正交性,这是通过在同一频率通道中以不同模式复用OAM波来实现的。同心均匀圆阵列(CUCA)是OAM波束复用的经典方法。然而,CUCA采用了大量的移相单元,导致馈电网络复杂。本文提出了一种同轴螺旋阵列(CSA),消除了复杂馈电网络的需要。CSA利用阶跃高度获得不同的OAM模式。为了使CSA结构更紧凑以实现高模OAM,采用了同心螺旋子阵列(CSSA),从而实现更均匀的多模OAM。此外,还对CSA、CSSA和重排CSSA结构进行了模式纯度分析,并对其模式纯度性能进行了比较。仿真结果表明,该方法既不需要外部移相器,又能在等发散角下实现高纯度的OAM复用。
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引用次数: 0
Redundancy-aware island genetic algorithm for connected target coverage in wireless sensor networks 无线传感器网络中连通目标覆盖的冗余感知岛遗传算法
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-24 DOI: 10.1016/j.aeue.2026.156221
Khalil Benhaya , Hocine Riadh , Sonia Sabrina Bendib
We address energy-efficient connected target coverage in wireless sensor networks (WSNs), seeking the smallest active subset of sensors that covers all targets and remains connected to the sink. We propose a Redundancy-Aware Island Genetic Algorithm (RA-IGA). It combines a redundancy-aware mutation with a lightweight deterministic coverage-repair step that aims to activate as few additional sensors as needed to restore feasibility. It also uses a heterogeneous three-island model with periodic elite migration to maintain diversity and improve final quality under the same budget. RA-IGA is benchmarked against the improved genetic algorithm (IGA) and the modified marine predators algorithm (MMPA) across grid and random deployments while varying network size, target count, and field dimensions (up to N=400, K=200, L=500m). RA-IGA consistently selects the fewest active sensors, reducing the active set by 5%–24% vs. IGA and 48%–56% vs. MMPA, with tighter dispersion over 20 seeds. A Friedman test with Nemenyi post-hoc confirms p<0.001. Because fewer actives generally reduce per-round energy under matched packet and model assumptions, these results suggest longer network lifetime. Ablations indicate that redundancy-aware mutation and repair drive sparsity while preserving feasibility. They also show that the heterogeneous island model helps escape single-population local optima, yielding better final solutions.
我们解决了无线传感器网络(WSNs)中节能的连接目标覆盖问题,寻求最小的活动传感器子集,覆盖所有目标并保持与接收器的连接。我们提出了一种冗余感知岛遗传算法(RA-IGA)。它结合了冗余感知突变和轻量级确定性覆盖修复步骤,旨在激活尽可能少的额外传感器以恢复可行性。它还使用了一个具有周期性精英迁移的异质三岛模型,以在相同的预算下保持多样性并提高最终质量。RA-IGA针对改进的遗传算法(IGA)和改进的海洋捕食者算法(MMPA)在网格和随机部署中进行基准测试,同时改变网络大小,目标数量和现场尺寸(最多N=400, K=200, L=500m)。RA-IGA始终选择最少的有效传感器,与IGA相比减少了5%-24%,与MMPA相比减少了约48%-56%,在20个种子上的分散更紧密。Friedman检验与Nemenyi事后检验证实p<;0.001。由于在匹配数据包和模型的假设下,较少的活动通常会减少每轮能量,因此这些结果表明网络寿命更长。消融表明冗余感知突变和修复在保持可行性的同时驱动稀疏性。他们还表明,异质岛模型有助于避免单种群局部最优,从而产生更好的最终解决方案。
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引用次数: 0
A survey on analog memristor emulators and their applications 模拟忆阻器仿真器及其应用综述
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-24 DOI: 10.1016/j.aeue.2026.156223
Fayrouz Shaheen, Eman Azab, Amr Hassan
This paper provides a comprehensive review of analog memristor emulators (Memulators), starting with the theoretical foundation of memristors, historical development, and their physical structures. It then investigates their design methodologies and operational principles in various circuit topologies, encompassing both MOS-based and Active Building Block (ABB)-based designs, which are critically examined, highlighting their unique characteristics, performance trade-offs (including power consumption, layout area, and maximum operating frequency), and inherent design considerations. Addressing the lack of standardisation in the field, a concrete, minimal benchmark suite is proposed, specifying test signals and robustness tests to ensure reproducible characterisation. A detailed comparative analysis of recent analog memulator circuits is presented, employing a defined Figure of Merit (FoM) and introducing a novel framework of qualitative comparison tables. Unlike traditional performance listings, this framework meticulously evaluates designs based on validation rigour (distinguishing simulation from experimental silicon), architectural versatility, and electronic tunability, providing a systematic metric for practical deployment readiness. Furthermore, a critical analysis of implementation challenges — including sneak paths, device variability, and forming-free operation — synthesises how different topologies mitigate these issues. Key case studies of fabricated memulator designs are also highlighted, illustrating practical realisation and system-level application. The paper further explores a wide range of applications, with particular emphasis on neuromorphic computing and chaotic oscillators for secure communications, demonstrating their practical significance in modern electronics. Finally, recent advancements and innovations from the literature are summarised, alongside a thorough discussion of prevailing research trends and promising future research directions aimed at overcoming existing limitations and unlocking new capabilities.
本文从忆阻器的理论基础、历史发展和物理结构等方面对模拟忆阻器仿真器(Memulators)进行了全面的综述。然后,研究他们在各种电路拓扑中的设计方法和工作原理,包括基于mos和基于主动构建块(ABB)的设计,这些设计经过严格检查,突出其独特的特性,性能权衡(包括功耗,布局面积和最大工作频率),以及固有的设计考虑。为了解决该领域缺乏标准化的问题,提出了一个具体的、最小的基准套件,指定测试信号和鲁棒性测试,以确保可再现的特征。本文采用定义的优值图(FoM),并引入一种新的定性比较表框架,对最近的模拟模制器电路进行了详细的比较分析。与传统的性能清单不同,该框架根据验证的严谨性(将模拟与实验硅区分开来)、架构的通用性和电子可调性精心评估设计,为实际部署准备提供了系统的度量。此外,对实现挑战(包括潜行路径、设备可变性和无成形操作)进行了批判性分析,综合了不同拓扑结构如何缓解这些问题。本文还重点介绍了装配式memator设计的关键案例研究,说明了实际实现和系统级应用。本文进一步探讨了广泛的应用,特别强调了神经形态计算和混沌振荡器在安全通信中的应用,展示了它们在现代电子学中的实际意义。最后,总结了文献中的最新进展和创新,并深入讨论了当前的研究趋势和有希望的未来研究方向,旨在克服现有的限制和释放新的能力。
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引用次数: 0
An improved closed-loop PWM control technique for single-phase full-bridge voltage source inverter 一种改进的单相全桥电压源逆变器闭环PWM控制技术
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-22 DOI: 10.1016/j.aeue.2026.156222
Debanjan Dhara, Ranajay Paul , Suvarun Dalapati
For a single-phase full-bridge inverter, hybrid PWM switching is more preferable for continuous operation due to its reduced switching losses and lower thermal stress on individual semiconductor switches, without compromising in PWM output. On the other hand, One-Cycle-Control (OCC) is a non-linear control technique which is used in power-electronic converters for achieving very fast response and for compensating the dead-time distortion. This paper presents a novel closed-loop Hybrid PWM based OCC (HPOCC) technique for single-phase full-bridge inverter, generating switching pulses in hybrid PWM mode, thereby reducing switching losses, and also has the control dynamics similar to conventional-OCC. The proposed technique not only uses a single resettable integrator instead of two, as seen in conventional-OCC based single-phase full-bridge inverter, but also delivers improved quality output voltage, as compared to conventional OCC based single-phase full-bridge inverters. All these advantages make this technique a superior alternative to conventional-OCC. Thus, this PWM technique can fulfill the requirement for low switching-loss, fast dynamic performance and low total-harmonic-distortion (THD) in inverter-output. The performance of this technique is validated through mathematical analysis, simulation on a digital platform and experiments on a laboratory set-up, which confirm its superior nature as compared to conventional-OCC and Sine-PWM techniques.
对于单相全桥逆变器,混合PWM开关更适合连续工作,因为它减少了开关损耗,降低了单个半导体开关的热应力,而不会影响PWM输出。另一方面,单周期控制(OCC)是一种用于电力电子变换器的非线性控制技术,用于实现非常快的响应和补偿死区失真。本文提出了一种新颖的基于闭环混合PWM的单相全桥逆变器OCC (HPOCC)技术,该技术在混合PWM模式下产生开关脉冲,从而降低了开关损耗,并且具有与传统OCC相似的控制动力学特性。与传统的基于OCC的单相全桥逆变器相比,所提出的技术不仅使用单个可复位积分器而不是两个积分器,而且还提供了更高质量的输出电压。所有这些优点使该技术成为传统occ的优越替代品。因此,这种PWM技术可以满足逆变器输出低开关损耗、快速动态性能和低总谐波失真的要求。通过数学分析、数字平台仿真和实验室实验验证了该技术的性能,与传统的occ和正弦pwm技术相比,证实了其优越性。
{"title":"An improved closed-loop PWM control technique for single-phase full-bridge voltage source inverter","authors":"Debanjan Dhara,&nbsp;Ranajay Paul ,&nbsp;Suvarun Dalapati","doi":"10.1016/j.aeue.2026.156222","DOIUrl":"10.1016/j.aeue.2026.156222","url":null,"abstract":"<div><div>For a single-phase full-bridge inverter, hybrid PWM switching is more preferable for continuous operation due to its reduced switching losses and lower thermal stress on individual semiconductor switches, without compromising in PWM output. On the other hand, One-Cycle-Control (OCC) is a non-linear control technique which is used in power-electronic converters for achieving very fast response and for compensating the dead-time distortion. This paper presents a novel closed-loop Hybrid PWM based OCC (HPOCC) technique for single-phase full-bridge inverter, generating switching pulses in hybrid PWM mode, thereby reducing switching losses, and also has the control dynamics similar to conventional-OCC. The proposed technique not only uses a single resettable integrator instead of two, as seen in conventional-OCC based single-phase full-bridge inverter, but also delivers improved quality output voltage, as compared to conventional OCC based single-phase full-bridge inverters. All these advantages make this technique a superior alternative to conventional-OCC. Thus, this PWM technique can fulfill the requirement for low switching-loss, fast dynamic performance and low total-harmonic-distortion (THD) in inverter-output. The performance of this technique is validated through mathematical analysis, simulation on a digital platform and experiments on a laboratory set-up, which confirm its superior nature as compared to conventional-OCC and Sine-PWM techniques.</div></div>","PeriodicalId":50844,"journal":{"name":"Aeu-International Journal of Electronics and Communications","volume":"207 ","pages":"Article 156222"},"PeriodicalIF":3.2,"publicationDate":"2026-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146080291","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of wideband resistive continuous class-J Doherty power amplifier with harmonic load modulation suppression 谐波负载调制抑制的宽带阻性连续j类多尔蒂功率放大器设计
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-22 DOI: 10.1016/j.aeue.2026.156226
Wa Kong, Wenya Liu, Hongyan Fu, Hui Ma, Wence Zhang, Jing Xia
This paper proposes a design method of a wideband Doherty power amplifier (DPA) using resistive continuous class-J mode with harmonic load modulation suppression, aiming to achieve high efficiency at back-off output powers (BOPs) across a wide frequency band. Firstly, based on theoretical impedance analysis of the resistive continuous class-J mode, the optimum load impedances under both saturation and BOP conditions are identified for DPA design. Then, combined with the load modulation theory, optimization objective functions are formulated for the peaking output matching networks (OMNs) design and optimization. In addition, to control the carrier second harmonic impedance during the load modulation, the peaking OMN using fragment-type matching circuit is used to suppress harmonic load modulation. For verification, a DPA operating at 2.0–3.4 GHz is designed and measured. The results show that the DPA achieves saturated output power of 43.1–44.4 dBm across the entire frequency band, with drain efficiencies of 59.1%–72% at saturation and 50%–58.9% at 6 dB BOP.
本文提出了一种采用谐波负载调制抑制的电阻连续j类模式的宽带Doherty功率放大器(DPA)的设计方法,目的是在宽频带内实现高效率的回退输出功率(BOPs)。首先,基于电阻连续j类模式的理论阻抗分析,确定了饱和和防喷工况下DPA设计的最佳负载阻抗;然后,结合负载调制理论,建立了调峰输出匹配网络的优化目标函数,用于调峰输出匹配网络的设计与优化。此外,为了控制负载调制过程中的载波二次谐波阻抗,采用分段匹配的调峰OMN抑制谐波负载调制。为了验证,设计并测量了工作在2.0-3.4 GHz的DPA。结果表明,该DPA在整个频段的饱和输出功率为43.1 ~ 44.4 dBm,饱和时漏极效率为59.1% ~ 72%,6 dB BOP时漏极效率为50% ~ 58.9%。
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引用次数: 0
Design and optimization of a low-power dynamic MCML-based phase-frequency detector using Taguchi DoE and ANOVA for frequency synthesizers with fast-locking of 0.5 μs 基于田口DoE和方差分析的低功耗动态mcml相频检测器的设计与优化,频率合成器的快速锁定为0.5 μs
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-17 DOI: 10.1016/j.aeue.2026.156214
Dheeraj Singh Rajput , Bharat Choudhary , Archana Singhal , Dharmendar Boolchandani
This paper introduces a novel Phase Frequency Detector (PFD) based on Dynamic MOS Current Mode Logic (DyCML), designed for low-power, high-speed frequency synthesizers. The proposed PFD eliminates the need for a reset path, thereby removing dead and blind zones and improving output linearity across a full phase range from –π to π. The DyCML approach offers inherent advantages such as low static power dissipation, high-speed switching, and enhanced noise immunity through differential, current-mode operation. Design parameters were optimized using Taguchi Design of Experiments (DoE) and Analysis of Variance (ANOVA) techniques to achieve optimal performance. The optimized PFD achieves a phase noise of –159.41 dBc/Hz, power consumption of 5.822 μW, maximum operating frequency of 6.91 GHz, and a delay of 42.76 ps. The layout area is 793.27 μm2, and the design attains a figure-of-merit of –168.55 dBc/Hz. Robustness is validated through Process-Voltage-Temperature and Monte Carlo analysis, showing close agreement between post-layout and pre-layout results. Integrated into a PLL frequency synthesizer, the PFD achieves a lock time of 500 ns at output frequency 3.8 GHz, with low jitter and minimal reference spur. The design is implemented in Cadence Virtuoso using a 0.18 μm SCL CMOS process at a 1.8 V supply.
本文介绍了一种基于动态MOS电流模式逻辑(DyCML)的新型相位频率检测器(PFD),该检测器专为低功耗、高速频率合成器而设计。所提出的PFD消除了重置路径的需要,从而消除了死区和盲区,并改善了从-π到π的整个相位范围内的输出线性度。DyCML方法具有固有的优点,如低静态功耗、高速开关和通过差分、电流模式操作增强的抗噪性。采用田口试验设计(DoE)和方差分析(ANOVA)技术对设计参数进行优化。优化后的PFD相位噪声为-159.41 dBc/Hz,功耗为5.822 μW,最大工作频率为6.91 GHz,延迟为42.76 ps,布局面积为793.27 μm2,性能因数为-168.55 dBc/Hz。通过过程电压温度和蒙特卡罗分析验证了鲁棒性,显示布局后和布局前的结果非常一致。PFD集成到锁相环频率合成器中,在3.8 GHz的输出频率下实现500 ns的锁定时间,具有低抖动和最小的参考杂散。该设计在Cadence Virtuoso中使用1.8 V电源下的0.18 μm SCL CMOS工艺实现。
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引用次数: 0
APCNet: A multi-scale pooling enhanced all-domain joint CSI feedback network for massive MIMO systems 面向大规模MIMO系统的多尺度池化增强型全域联合CSI反馈网络
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-16 DOI: 10.1016/j.aeue.2026.156212
Jianhong Xiang, Nan Zhang, Linyu Wang
In massive multiple-input multiple-output (MIMO) systems, accurate downlink channel state information (CSI) is essential for signal preprocessing, yet achieving high-fidelity feedback under limited overhead remains challenging. To address this issue, and motivated by the sparsity and strong local spatial structure of CSI, we propose an all-domain joint CSI feedback network based on multi-scale pooling, termed APCNet. The encoder of this network introduces a spatial–frequency domain branch on the basis of the classical angle–delay domain (ADD) convolution branch, aiming to provide complete physical feature priors for the reconstruction process, fundamentally solving the information loss issue caused by single-domain modeling. On the decoder side, we propose a PCformer architecture, constructing a physically aligned extraction–reconstruction pipeline: utilizing the multi-scale pooling module for statistical extraction of multipath features, and combining the ConvNeXt Block for fine-grained restoration of spatial details. This compensates for the shortcomings of the universal self-attention mechanism in local structure representation. Experimental results demonstrate that APCNet achieves an average improvement of 7.96% in reconstruction accuracy across various compression rates for outdoor scenes, while delivering leading or competitive performance for most compression rates in indoor scenes.
在大规模多输入多输出(MIMO)系统中,准确的下行信道状态信息(CSI)对于信号预处理至关重要,但在有限的开销下实现高保真反馈仍然是一个挑战。为解决这一问题,基于CSI的稀疏性和强局域空间结构,提出了基于多尺度池化的全域联合CSI反馈网络APCNet。该网络的编码器在经典的角延迟域(ADD)卷积分支的基础上引入了空频域分支,旨在为重构过程提供完整的物理特征先验,从根本上解决单域建模带来的信息丢失问题。在解码器端,我们提出了一种PCformer架构,构建了一个物理对齐的提取-重建管道:利用多尺度池化模块对多路径特征进行统计提取,并结合ConvNeXt块对空间细节进行细粒度恢复。这弥补了局部结构表征中普遍自注意机制的不足。实验结果表明,在室外场景中,APCNet在不同压缩率下的重建准确率平均提高了7.96%,而在室内场景中,APCNet在大多数压缩率下都具有领先或竞争的性能。
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引用次数: 0
A fast transient dynamically biased output capacitor-less cascoded flipped voltage follower (CAFVF) LDO regulator 一种快速的瞬态动态偏置输出无电容级联编码翻转电压跟随器(CAFVF) LDO稳压器
IF 3.2 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2026-01-16 DOI: 10.1016/j.aeue.2026.156216
P. Manikandan
This work proposes a fast transient, dynamically biased cascoded flipped voltage follower low-dropout (LDO) regulator. The proposed LDO is constructed based on a single-stage error amplifier (EA) and a cascoded flipped voltage follower. The proposed error amplifier dynamically biases the CAFVF and enhances the transient and stability performance of the LDO regulator. This work uses three different feed-forward transconductors along with one miller and two feed-forward small compensatory capacitors. Two of these feed-forward transconductors and three small compensation capacitors generate two low-frequency left-half-plane (LHP) zeros in conjunction with the self-feed-forward path. These LHP zeros are unaffected by load conditions and provide consistent phase lead for all the load cases. Another feed-forward transconductor converts the load-dependent right-half-plane (RHP) Miller zero to an LHP zero. The load-dependent LHP zero appears closer to the unity gain frequency (UGF) for a lightly loaded LDO, improving its stability under light load situations. The proposed frequency compensation technique stabilizes the LDO for load currents ranging from 0 to 30mA, with a maximum load capacitor of 50pF. The proposed LDO is designed using UMC 90nm CMOS technology and implemented with the Cadence Virtuoso tool. With a maximum quiescent current of 91.3μA, the proposed LDO achieves a minimum good slew rate (SR) of 30V/μs and minimum unity gain frequency of 15.7MHz, allowing it to settle faster with a settling time of 30ns. The reliability and robustness of the proposed LDO are verified using the process corners with an extreme temperature range and 200-point Monte Carlo simulations.
本研究提出一种快速瞬态、动态偏置级联编码翻转电压跟随器低差(LDO)稳压器。所提出的LDO是基于单级误差放大器(EA)和级联编码翻转电压跟随器构建的。该误差放大器对CAFVF进行动态偏置,提高了LDO稳压器的暂态和稳定性能。这项工作使用了三种不同的前馈晶体管以及一个米勒和两个前馈小补偿电容器。其中两个前馈晶体管和三个小型补偿电容器与自前馈路径一起产生两个低频左半平面(LHP)零点。这些LHP零点不受负载条件的影响,并为所有负载情况提供一致的相引线。另一种前馈晶体管将负载相关的右半平面(RHP)米勒零转换为LHP零。轻负载LDO的负载相关LHP零点更接近单位增益频率(UGF),提高了其在轻负载情况下的稳定性。所提出的频率补偿技术稳定了负载电流范围从0到30mA的LDO,最大负载电容为50pF。该LDO采用联华电子90nm CMOS技术设计,并通过Cadence Virtuoso工具实现。在最大静态电流为91.3μA的情况下,LDO的最小良好压转率(SR)为30V/μs,最小单位增益频率为15.7MHz,沉降速度更快,沉降时间为30ns。通过极端温度范围的过程角和200点蒙特卡罗模拟验证了所提出LDO的可靠性和鲁棒性。
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引用次数: 0
期刊
Aeu-International Journal of Electronics and Communications
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